{"id":"W4289838541","doi":"10.1016/j.cjco.2022.07.011","title":"Comparison of Apple Watch vs KardiaMobile: A Tale of Two Devices","year":2022,"lang":"en","type":"article","venue":"CJC Open","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heart Research Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01191237,0.0006965323,0.001149138,0.0008965028,0.0002976024,0.001912916,0.000731095,0.001223097,0.003227647],"category_scores_gemma":[0.03489298,0.0003093563,0.00129844,0.0005114702,0.0006893569,0.002229021,0.001032162,0.0008514524,0.0008048119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419081,"about_ca_system_score_gemma":0.0002692265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006391521,"about_ca_topic_score_gemma":0.001234546,"domain_scores_codex":[0.9935015,0.003187977,0.0008616613,0.0005958723,0.001679476,0.0001734908],"domain_scores_gemma":[0.9731573,0.01985386,0.002034807,0.001054028,0.003380942,0.0005190906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2232514,0.001598487,0.2394608,0.008666089,0.007496603,0.0004488141,0.002873573,0.001635161,0.02020058,0.002834636,0.01254252,0.4789912],"study_design_scores_gemma":[0.009609772,0.1648059,0.7133814,0.004576521,0.01286421,0.003667794,0.00509111,0.0168741,0.01662087,0.00433639,0.04761402,0.0005578508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217752,0.04541675,0.01093245,0.002561357,0.0030442,0.0006641421,0.001543193,0.0002136575,0.01384903],"genre_scores_gemma":[0.9814776,0.006013502,0.007763925,0.001162141,0.0007035492,0.0002448545,0.0008832113,0.00008221238,0.001669105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191237,"threshold_uncertainty_score":0.06299937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830691495517111,"score_gpt":0.3901559242174636,"score_spread":0.3518490092622925,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}